Abstract:
:Decisions in drug development are made on the basis of determinations of cause and effect from experimental observations that span drug development phases. Despite advances in our powers of observation, the ability to determine compound mechanisms from large-scale multi-omic technologies continues to be a major bottleneck. This can only be overcome by utilizing computational learning methods that identify from compound data the circuits and connections between drug-affected molecular constituents and physiological observables. The marriage of multi-omics technologies with network inference approaches will provide missing insights needed to improve drug development success rates.
journal_name
Drug Discov Todayjournal_title
Drug discovery todayauthors
Pitluk Z,Khalil Idoi
10.1016/j.drudis.2007.10.001subject
Has Abstractpub_date
2007-11-01 00:00:00pages
924-30issue
21-22eissn
1359-6446issn
1878-5832pii
S1359-6446(07)00404-7journal_volume
12pub_type
杂志文章abstract::Lack of predictability of clinical efficacy and safety is an important problem facing pharmaceutical research today. Translational PK-PD has the ability to integrate data generated from diverse test platforms during discovery and development in a mechanistic framework. Therefore, successful implementation of translati...
journal_title:Drug discovery today
pub_type: 杂志文章,评审
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journal_title:Drug discovery today
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journal_title:Drug discovery today
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journal_title:Drug discovery today
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journal_title:Drug discovery today
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journal_title:Drug discovery today
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journal_title:Drug discovery today
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journal_title:Drug discovery today
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journal_title:Drug discovery today
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journal_title:Drug discovery today
pub_type: 杂志文章,评审
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journal_title:Drug discovery today
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更新日期:2019-03-01 00:00:00
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journal_title:Drug discovery today
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abstract::Inhibition of vascular endothelial growth factor (VEGF) or its corresponding receptor (VEGFR) has been validated as an efficacious antiangiogenetic approach for cancer treatment. More recently, neuropilins (NRPs), the essential coreceptors for VEGF, have also been shown to have a significant role in VEGF signaling. Gi...
journal_title:Drug discovery today
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doi:10.1016/j.drudis.2014.09.010
更新日期:2014-12-01 00:00:00
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journal_title:Drug discovery today
pub_type: 杂志文章,评审
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abstract::The completion of the human genome sequencing project has provided a flood of new information that is likely to change the way scientists approach the study of complex biological systems. A major challenge lies in translating this information into new and better ways to treat human disease. The multidisciplinary scien...
journal_title:Drug discovery today
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doi:
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journal_title:Drug discovery today
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